Data Warehousing and Knowledge Discovery

15th International Conference, DaWaK 2013, Prague, Czech Republic, August 26-29, 2013. Proceedings

  • Ladjel Bellatreche
  • Mukesh K. Mohania
Conference proceedings DaWaK 2013

DOI: 10.1007/978-3-642-40131-2

Part of the Lecture Notes in Computer Science book series (LNCS, volume 8057)

Table of contents (32 papers)

  1. Front Matter
  2. Modeling and ETL

    1. An Analytics-Aware Conceptual Model for Evolving Graphs
      Amine Ghrab, Sabri Skhiri, Salim Jouili, Esteban Zimányi
      Pages 1-12
    2. Declarative Expression and Optimization of Data-Intensive Flows
      Georgia Kougka, Anastasios Gounaris
      Pages 13-25
    3. Tabular Web Data: Schema Discovery and Integration
      Prudhvi Janga, Karen C. Davis
      Pages 26-33
  3. Query Optimization and Parallelism

    1. Uncoupled MapReduce: A Balanced and Efficient Data Transfer Model
      Jie Zhang, Maosen Sun, Jian Lin, Li Zha
      Pages 34-45
    2. Efficient Evaluation of Ad-Hoc Range Aggregates
      Christian Ammendola, Michael H. Böhlen, Johann Gamper
      Pages 46-59
    3. SPIN: Concurrent Workload Scaling over Data Warehouses
      João Pedro Costa, Pedro Furtado
      Pages 60-71
  4. Spatial Data Warehouses and Applications

    1. Lily: A Geo-Enhanced Library for Location Intelligence
      Matteo Golfarelli, Marco Mantovani, Federico Ravaldi, Stefano Rizzi
      Pages 72-83
    2. Discovering Co-location Patterns in Datasets with Extended Spatial Objects
      Aibek Adilmagambetov, Osmar R. Zaiane, Alvaro Osornio-Vargas
      Pages 84-96
    3. SOLAP4epidemiologist: A Spatial Data Warehousing Application in Epidemiology Domain
      Assuntina Cembalo, Michele Ferrucci, Francesca Maria Pisano, Gianpaolo Pigliasco
      Pages 97-109
  5. Text Mining and OLAP

    1. Document Difficulty Framework for Semi-automatic Text Classification
      Miguel Martinez-Alvarez, Alejandro Bellogin, Thomas Roelleke
      Pages 110-121
    2. Knowledge-Free Table Summarization
      Dino Ienco, Yoann Pitarch, Pascal Poncelet, Maguelonne Teisseire
      Pages 122-133
  6. Recommendation and Prediction

    1. Predicting Your Next OLAP Query Based on Recent Analytical Sessions
      Marie-Aude Aufaure, Nicolas Kuchmann-Beauger, Patrick Marcel, Stefano Rizzi, Yves Vanrompay
      Pages 134-145
    2. Where Will You Go? Mobile Data Mining for Next Place Prediction
      João Bártolo Gomes, Clifton Phua, Shonali Krishnaswamy
      Pages 146-158
    3. An Extended Local Hierarchical Classifier for Prediction of Protein and Gene Functions
      Luiz Henrique de Campos Merschmann, Alex Alves Freitas
      Pages 159-171
  7. Data Mining Optimization and Machine Learning Techniques

    1. Supervised Dimensionality Reduction via Nonlinear Target Estimation
      Josif Grabocka, Lucas Drumond, Lars Schmidt-Thieme
      Pages 172-183
  8. Mining and Processing Data Stream

    1. Stream Mining of Frequent Patterns from Delayed Batches of Uncertain Data
      Fan Jiang, Carson Kai-Sang Leung
      Pages 209-221
    2. Fast Causal Network Inference over Event Streams
      Saurav Acharya, Byung Suk Lee
      Pages 222-235

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 15th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2013 held in Prague, Czech Republic, in August 2013.
The 24 revised full papers and 8 short papers presented were carefully reviewed and selected from 89 submissions. The papers are organized in topical sections on modeling and ETL, query optimization and parallelism, spatial data warehouses and applications, text mining and OLAP, recommendation and prediction, data mining optimization and machine learning techniques, mining and processing data streams, clustering and data mining applications, social network and graph mining, and event sequence and Web mining.

Keywords

bioinformatics community detection conceptual modeling event streams information retrieval

Editors and affiliations

  • Ladjel Bellatreche
    • 1
  • Mukesh K. Mohania
    • 2
  1. 1.LIAS/ISAE-ENSMAFuturoscope Chasseneuil CedexFrance
  2. 2.IBM India Research LabNew DelhiIndia

Bibliographic information

  • Copyright Information Springer-Verlag Berlin Heidelberg 2013
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-40130-5
  • Online ISBN 978-3-642-40131-2
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349